CDAUI-8 Chip-to-Module (C2M) System Analysis. Stephane Dallaire and Ben Smith, August 24 th 2015
|
|
- Ursula Haynes
- 5 years ago
- Views:
Transcription
1 CDAUI-8 Chip-to-Module (C2M) System Analysis Stephane Dallaire and Ben Smith, August 24 th 2015
2 Introduction We investigate the merits of various reference receiver architectures for GBaud PAM4 C2M Relative merits are evaluated on the basis of Channel Operating Margin (COM) of the full C2M link (rather than TP1a, which doesn t account for RX package reflections) We investigate the benefits of a 2-tap TXFIR To avoid auto-negotiation or other TXFIR optimization schemes, we show that a coarse 2-tap TXFIR (10%, 5%, or 0% pre) provides most of the benefit of pre-equalization Similar to Hedge et al. (who focused on C2C channels): A low-frequency equalizer (LFEQ) is shown to be beneficial Reducing the target PAM4 symbol error rate is beneficial, and well-motivated due to non-bursty nature of error events We discuss the choice of the target PAM4 symbol error rate for a CTLE-based RX We shouldn t be too pessimistic! 2
3 System Model TX and RX package models (.s4p file) each add ~1dB of GHz Die Termination with 120fF parasitic capacitance Module RX model: (1z,1 p) low-frequency equalizer (zero & pole ~1GHz) (1z, 2p) reference CTLE (from OIF-VSR-56G PAM-4 and CAUI-4 C2M): 3
4 System Model Host TX model: 750 mv differential peak-to-peak SNDR = 29 db (peak-to-rms) RLM = 0.9 RJ = 0.01 UIrms DJ = 0.05 UI peak-to-peak 2-tap TXFIR (i.e., pre+cursor) 4
5 Channel Models CHANNEL FEXT NEXT From IEEE 802.3bs shanbhag_3bs_14_0623: (1) Nelco SI Host PCB + next gen 28Gb/s high density SMT IO (2) EM-888 Host PCB + next gen 28Gb/s press-fit stacked IO From IEEE 802.3bs shanbhag_3bs_01_1014: (3) 4in Megtron6 Host PCB + next gen 28Gb/s high density SMT IO (4) 10in Megtron6 Host PCB + next gen 28Gb/s high density SMT IO (5) 4in Megtron6 Host PCB + next gen 28Gb/s press-fit stacked IO (6) 10in Megtron6 Host PCB + next gen 28Gb/s press-fit stacked IO Cisco Channels: GHz (db) ILD (dbrms) (7) Cisco 2in Stacked (8) Cisco 5in Stacked
6 Link Margin Calculation The COM definition of margin is a quantification of the Vertical Eye Opening (VEO) COM VEO 20 log 10 min Avupp Avupp vupp, Av mid Av mid v mid, Eye contours are measured for a target symbol error rate DER 0 Av low Av low v low 6
7 Baseline Results Reference CTLE Receiver No TXFIR, No LFEQ, DER 0 =1E-6 Channel COM (db) Only the ~4dB channels have positive margin 7
8 Improvements (1) Reference CTLE + TXFIR COM program optimizes TXFIR: C , C 1 + C 0 = 1 No LFEQ, DER 0 =1E-6 Channel CTLE CTLE + TXFIR A 2-tap TXFIR brings significant improvement on higher loss channels Residual ISI cancellation is critical to PAM4 8
9 Improvements (2) Reference CTLE + TXFIR + LFEQ COM program optimizes TXFIR and LFEQ : 0.5 GHz z 2.5 GHz, 0.5 GHz p 2.5 GHz DER 0 =1E-6 Channel CTLE CTLE + TXFIR CTLE + TXFIR + LFEQ LFEQ approximately 0.5 db to 1 db of margin improvement in most cases LFEQ is useful to minimize residual ISI in the neighborhood of postcursors approximately 2 to 5 bauds the cursor 9
10 Improvements (3) Reference CTLE + TXFIR + LFEQ + (DER 0 = 1E-5) DER 0 =1E-6 is unnecessarily stringent Errors for proposed receiver are approximately independent identically distributed (or, at least, significantly less bursty than DFE-based RX). From anslow_3bs_03_0515 (slide 17), for electrical sub-links with random errors, bit-error-rate ~= 8.2E-4 per link, for a 0.1dB penalty in the optical link DER 0 = 1E-5 corresponds to BER=5E-6, so still a conservative target Channel CTLE CTLE + TXFIR CTLE + TXFIR + LFEQ (1E-6) CTLE + TXFIR + LFEQ (1E-5)
11 Practical Considerations CTLE+TXFIR+LFEQ This implies a (potentially) complex optimization But most of the gain be obtained with fixed settings: High Loss: TXFIR = [-0.1,0.9]; LFEQ: (z = 1 GHz, p = 1.2 GHz) Medium Loss: TXFIR = [-0.05,0.95]; LFEQ: (z = 1 GHz, p = 1.2 GHz) Channel CTLE CTLE + TXFIR CTLE + TXFIR + LFEQ (1E-6) CTLE + TXFIR + LFEQ (1E-5) CTLE + TXFIR[-0.1,0.9] + LFEQ(1G,1.2G) + (1E-5) CTLE + TXFIR[-0.05,0.95] + LFEQ(1G,1.2G) + (1E-5)
12 Conclusions A 2-tap TXFIR can be set coarsely, as a function of channel loss, with little loss in performance High Loss (~10dB): [-0.1, 0.9] Medium Loss (~5dB): [-0.05, 0.95] Low Loss: [0,1] A reference receiver with an LFEQ provides additional ISI cancellation The target PAM4 symbol error strongly influences the system margin Relative to a DFE-based system (e.g., C2C), the target should be decreased, due to absence of long bursts For channels with similar GHz, margin is influenced by ILD Cisco channels have ILD (dbrms) approximately twice as large as the worst of the other six channels 12
13 Backup Slides
14 Improvements (4) Increasing the reference receiver bandwidth provides only a minor improvement in link margin, in a few cases Reference CTLE poles and zero scaled by 10% Scaled Reference CTLE + TXFIR + LFEQ, DER 0 =1E-5 Channel CTLE CTLE + TXFIR CTLE + TXFIR + LFEQ (1E-6) CTLE + TXFIR + LFEQ (1E-5) Scaled CTLE + TXFIR + LFEQ (1E-5)
15 Comments on EV6 and EH6 In 802.3bj, a COM margin of 3 db was considered sufficient for channel compliance In current OIF draft, EH6 is set to 50mV This is quite stringent for high loss channels, corresponding to a COM larger than 3dB Example 1: TX Output: 750mV peak-to-peak; PAM levels: (+/-125 mv,+/-375 mv) Equalization of 10dB channel loss (plus TX package losses) scales TX levels by factor of ~2.5 Received levels (with perfect TX linearity): (+/ , +/- 125) A 50 mv eye opening corresponds to a COM of 20 log = 8 db Example 2 (Same Channel & EQ as Example 1): TX Output: 1V peak-to-peak, R LM =0.9; PAM levels: (+/-200 mv,+/-500 mv) Received levels (with perfect TX linearity): (+/- 80, +/- 200) A 50 mv eye opening corresponds to a COM of 20 log = 4.7 db 15
Choosing Host PCB for CR4 Optimally with an Eye Toward Unretimed Interface Ali Ghiasi
Choosing Host PCB for CR4 Optimally with an Eye Toward Unretimed Interface Ali Ghiasi 100GCU Joint Meeting March 12 Kona Overview Review of 802.3ba nppi CAUI Application requirements of retime and unretime
More informationTP3 ISI Parameter Selection Methodology
TP3 ISI Parameter Selection Methodology Contributions & Support: John Ewen Lars Thon Piers Dawe, David Cunningham Sudeep Bhoja, John Jaeger Vivek Telang Tom Lindsay Lew Aronson, Jim McVey Martin Lobel
More information100GBASE-PSM4 Optical Budget Baseline Consensus Proposal
Optical Budget Baseline Consensus Proposal Jon Anderson, Oclaro John Petrilla, Avago Technologies Tom Palkert, Luxtera IEEE P802.3bm 40 Gb/s & 100 Gb/s Optical Ethernet Task Force San Antonio, TX, Nov.
More informationWinston Way and Trevor Chan NeoPhotonics, USA
Revisit MPI Penalties for 400GBASE-FR8/LR8 Links Winston Way and Trevor Chan NeoPhotonics, USA IEEE802.3bs, January 2016 Goals Based on worst statistical MPI measurement and simulation results, provide
More information400G-PSM4: Options for 500m Reach Interconnects
400G-PSM4: Options for 500m Reach Interconnects Brian Welch www.luxtera.com Overview A comparison of three prospective solutions for 400G interconnects up to 500m 2λx8x25GBaud- 2λx8x50GBaud-NRZ 1λx4x50GBaud-
More informationXAUI "Hari" Electrical Update II
XAUI "Hari" Eectrica Update II Ai Ghiasi Broadcom Corporation 3151 Zanker Rd. San Jose, CA 95134 aghiasi@broadcom.com IEEE 802.3ae Tampa, FL Nov. 2000 Overview Overview of XAUI Impementation. PCB power
More informationBudget- and Penalty-oriented EDC. System Performance Evaluation
Budget- and Penalty-oriented EDC System Performance Evaluation Lars E. Ton Aeluros, Inc. IEEE P802.3aq 10GBASE-LRM Task Force Portland, Oregon, 2004-0715 Outline Budget- and penalty-oriented system performance
More informationEfficient Power Conversion Corporation
The egan FET Journey Continues Using egan FETs for Envelope Tracking Buck Converters Johan Strydom Efficient Power Conversion Corporation EPC - The Leader in egan FETs PELS 2014 www.epc-co.com 1 Agenda
More informationDifferential Return Loss for Clause 137 and Matched COM Package Parameters For Comments #92 and #93 Richard Mellitz, Samtec
Differential Return Loss for Clause 137 and Matched COM Package Parameters For Comments #92 and #93 Richard Mellitz, Samtec March 2017 IEEE802.3 Plenary, Vancouver, BC, Canada 1 IEEE P802.3 50 Gb/s, 100
More informationPathloss and Link Budget From Physical Propagation to Multi-Path Fading Statistical Characterization of Channels. P r = P t Gr G t L P
Path Loss I Path loss L P relates the received signal power P r to the transmitted signal power P t : P r = P t Gr G t L P, where G t and G r are antenna gains. I Path loss is very important for cell and
More informationNext Gen 100GbE Optical SG, Atlanta, November 2011
Technical Feasibility of 40GBASE-ER4 ER4 PMD J. Anderson, Opnext C. Cole, Finisar E. Tsumura, Sumitomo Electric Industries Next Gen 100GbE Optical SG, Atlanta, November 2011 1 Nov 2011 anderson_02_1111
More informationExperimental Verification of 56Gbps NRZ Performance for 400GbE 2km and 10km PMD
Experimental Verification of 56Gbps NRZ Performance for 400GbE 2km and 10km PMD Yangjing Wen, Fei Zhu, and Yusheng Bai Huawei US R&D Center Santa Clara, CA 95050 and Mizuki Shirao and Keisuke Kojima Mitsubishi
More informationEmerging Subsea Networks
More than 30 db Budget Improvement in Unrepeatered 100 GHz Links Serguei Papernyi, Wallace Clements, Bernard Shum-Tim, MPB Communications Inc e-mail:serguei.papernyi@mpbc.ca. MPB Communications Inc., 147
More informationProject: IEEE P Working Group for Wireless Personal Area Networks (WPANs)
Project: IEEE P802.15 Working Group for Wireless Personal Area Networks (WPANs) Title: Channel Model for Intra-Device Communications Date Submitted: 15 January 2016 Source: Alexander Fricke, Thomas Kürner,
More informationGigabit Ethernet Extended Temperature 10 km Dual Fiber Proposal for Baseline Text. Steve Joiner Ignis Optics
Gigabit Ethernet Extended Temperature 10 km Dual Fiber Proposal for Baseline Text Ignis Optics steve.joiner@ignisoptics.com PAR Objective Objective: Provide a family of physical layer specifications: 1000BASE-X
More informationCost-effective 1310/1550nm Dual-wavelength P2P Gb/s PMD
Cost-effective 1310/1550nm Dual-wavelength P2P Gb/s PMD Hisashi (Harry) Takada Industries, Ltd. htakada@sei sei.co..co.jp IEEE 802.3ah St. Louis, MO, March 2002 1 Single-wavelength vs Dual-wavelength 1.
More information3.6V / 2600mAh Primary Lithium x 0.85 (6 cm x 2.1 cm) 1.0 oz (28 gr) -25 C to 65 C. Bluetooth Low Energy dbm.
SPECIFICATION SHEET ibeek VER 1.3 HARDWARE SPECIFICATION Battery Size Weight Temperature Range Bluetooth Type Bluetooth Sensitivity Bluetooth Max Power Output Bluetooth Antena Bluetooth Frequency Bluetooth
More informationISI, RIN and MPN Modeling: Some Clarifications
ISI, RIN and MPN Modeling: Some Clarifications Kasyapa Balemarthy Robert Lingle Jr. July 5, 01 ISI, MPN and RIN: the Big Picture : ISI with a single-mode VCSEL Worst-case received waveform due to single-mode
More informationMultistage grid investments incorporating uncertainty in Offshore wind deployment
Multistage grid investments incorporating uncertainty in Offshore wind deployment Presentation by: Harald G. Svendsen Joint work with: Martin Kristiansen, Magnus Korpås, and Stein-Erik Fleten Content Transmission
More informationStochastic Optimization
Stochastic Optimization Introduction and Examples Alireza Ghaffari-Hadigheh Azarbaijan Shahid Madani University (ASMU) hadigheha@azaruniv.edu Fall 2017 Alireza Ghaffari-Hadigheh (ASMU) Stochastic Optimization
More informationcompatibility and quality guarantee
OEM Platform compatibility and quality guarantee Table of contents Advantage Optics 100% Compatibility & Quality Guarantee Advantage Optics Sales Contacts & Resources OEM to Advantage Optics Translation
More information20-Hour SAFE MLO Comprehensive Course Syllabus
Course Hours: 20 Instructional Mode: Distance Education Instructor: Richard Madrigal Learning Resources 20-Hour Mortgage Loan Originator, online text Contact Information Email: safeinstructor@alliedschools.com
More informationPath Loss Models and Link Budget
Path Loss Models and Link Budget A universal path loss model P r dbm = P t dbm + db Gains db Losses Gains: the antenna gains compared to isotropic antennas Transmitter antenna gain Receiver antenna gain
More informationOFC Investor Session S a n D i e g o, C A
OFC Investor Session S a n D i e g o, C A M A R C H 13 2 0 1 8 S A F E H A R B O R S TAT E M E N T This presentation contains forward-looking statements. The statements contained in this presentation that
More informationFeasibility of high speed TDM in NG-EPON
Feasibility of high speed TDM in NG-EPON www.huawei.com Minghui Tao, Lei Jing IEEE Meeting, May 2014 HUAWEI TECHNOLOGIES CO., LTD. Outline General Requirements Data Rate choices Link Budget Available Wavelength
More informationRegression estimation in continuous time with a view towards pricing Bermudan options
with a view towards pricing Bermudan options Tagung des SFB 649 Ökonomisches Risiko in Motzen 04.-06.06.2009 Financial engineering in times of financial crisis Derivate... süßes Gift für die Spekulanten
More informationNAACOS Analysis Shows ACOs In Top MIPS Performance Tier
NAACOS Analysis Shows ACOs In Top MIPS Performance Tier The National Association of Accountable Care Organizations (NAACOS) is sharing results of its analysis of ACO performance in the Quality Payment
More informationFibre Passive Devices
AFL manufacture a comprehensive portfolio of fibre passive devices (FPD) and associated enclosures to suit a range of applications including FTTx, CATV, LAN and telecommunications networks. FPD s are available
More informationRadio Path Loss and Penetration Loss. Measurements in and around Homes. and Trees at 5.85 GHz. Mobile and Portable Radio Research Group
1 Radio Path Loss and Penetration Loss Measurements in and around Homes and Trees at 5.85 GHz Greg Durgin, Theodore S. Rappaport, Hao Xu Mobile and Portable Radio Research Group Bradley Department of Electrical
More informationWhere Do We Go From Here
Where Do We Go From Here Organizing committee activities for 2018 Rob Sinclair, IESO February 8, 2018 In 2017 we started the conversation Created a forum for the IESO, LDCs and other parties to share insights,
More informationFinance: Risk Management
Winter 2010/2011 Module III: Risk Management Motives steinorth@bwl.lmu.de Perfect financial markets Assumptions: no taxes no transaction costs no costs of writing and enforcing contracts no restrictions
More informationEE115C Spring 2013 Digital Electronic Circuits. Lecture 19: Timing Analysis
EE115C Spring 2013 Digital Electronic Circuits Lecture 19: Timing Analysis Outline Timing parameters Clock nonidealities (skew and jitter) Impact of Clk skew on timing Impact of Clk jitter on timing Flip-flop-
More informationHEDGING WITH GENERALIZED BASIS RISK: Empirical Results
HEDGING WITH GENERALIZED BASIS RISK: Empirical Results 1 OUTLINE OF PRESENTATION INTRODUCTION MOTIVATION FOR THE TOPIC GOALS LITERATURE REVIEW THE MODEL THE DATA FUTURE WORK 2 INTRODUCTION Hedging is used
More informationAgenda. Lecture 2. Decision Analysis. Key Characteristics. Terminology. Structuring Decision Problems
Agenda Lecture 2 Theory >Introduction to Making > Making Without Probabilities > Making With Probabilities >Expected Value of Perfect Information >Next Class 1 2 Analysis >Techniques used to make decisions
More informationWhite Paper: Comparison of Narrowband and Ultra Wideband Channels. January 2008
White Paper: Comparison of Narrowband and Ultra Wideband Channels January 28 DOCUMENT APPROVAL: Author signature: Satisfied that this document is fit for purpose, contains sufficient and correct detail
More informationIndoor Measurement And Propagation Prediction Of WLAN At
Indoor Measurement And Propagation Prediction Of WLAN At.4GHz Oguejiofor O. S, Aniedu A. N, Ejiofor H. C, Oechuwu G. N Department of Electronic and Computer Engineering, Nnamdi Aziiwe University, Awa Abstract
More informationLinear functions Increasing Linear Functions. Decreasing Linear Functions
3.5 Increasing, Decreasing, Max, and Min So far we have been describing graphs using quantitative information. That s just a fancy way to say that we ve been using numbers. Specifically, we have described
More informationJoint European Standing Group (JESG) Requirements for Generators Tech Sub Group Issues
Joint European Standing Group (JESG) Requirements for Generators Tech Sub Group Issues Tom Ireland 01926 656152 thomas.ireland@uk.ngrid.com National Grid 25 th January 2012 Summary Following the December
More informationDodd-Frank Act 2013 Mid-Cycle Stress Test
Dodd-Frank Act 2013 Mid-Cycle Stress Test Submitted to the Federal Reserve Bank on July 5, 2013 SECTION TABLE OF CONTENTS PAGE 1 Background to Mid-Cycle Company-Run Stress Test 1 2 Description of the Company
More informationThe Yield Envelope: Price Ranges for Fixed Income Products
The Yield Envelope: Price Ranges for Fixed Income Products by David Epstein (LINK:www.maths.ox.ac.uk/users/epstein) Mathematical Institute (LINK:www.maths.ox.ac.uk) Oxford Paul Wilmott (LINK:www.oxfordfinancial.co.uk/pw)
More informationA Physical Unclonable Function based on Capacitor Mismatch in a Charge-Redistribution SAR-ADC
A Physical Unclonable Function based on Capacitor Mismatch in a Charge-Redistribution SAR-ADC Qianying Tang, Won Ho Choi, Luke Everson, Keshab K. Parhi and Chris H. Kim University of Minnesota Department
More informationFinancial Risk Modeling on Low-power Accelerators: Experimental Performance Evaluation of TK1 with FPGA
Financial Risk Modeling on Low-power Accelerators: Experimental Performance Evaluation of TK1 with FPGA Rajesh Bordawekar and Daniel Beece IBM T. J. Watson Research Center 3/17/2015 2014 IBM Corporation
More informationSoft Response Generation and Thresholding Strategies for Linear and Feed-Forward MUX PUFs
Soft Response Generation and Thresholding Strategies for Linear and Feed-Forward MUX PUFs Chen Zhou, SarojSatapathy, YingjieLao, KeshabK. Parhiand Chris H. Kim Department of ECE University of Minnesota
More informationIHOL-8AR / IRA800 8 Gravity LED Adjustable
IHO-AR / IRA00 Gravity E Adjustable EETRIA ATA E ight Engine elivered umens * System attage ** M1 M2 1 2 4 1000lm @ 000K / 2 RI 100lm @ 000K / 2 RI 0lm @ 000K / 2 RI 400lm @ 000K / 2 RI 0lm @ 000K / 2
More informationAbstract: [The contribution provides the statistical property of dynamic ban channel gain.]
July 008 Project: IEEE P80.15 Working Group for Wireless Personal Area Networks (WPANs) Title: [Statistical Property of Dynamic BAN Channel Gain at 4.5GHz] Date Submitted: [July 13, 008] Source: [Minseok
More informationLattice Coding and its Applications in Communications
Lattice Coding and its Applications in Communications Alister Burr University of York alister.burr@york.ac.uk Introduction to lattices Definition; Sphere packings; Basis vectors; Matrix description Codes
More informationTopic 7. Nominal rigidities
14.452. Topic 7. Nominal rigidities Olivier Blanchard April 2007 Nr. 1 1. Motivation, and organization Why introduce nominal rigidities, and what do they imply? In monetary models, the price level (the
More information10G EPON Optical Budget Considerations. Frank Chang Vitesse
10G EPON Optical Budget Considerations Frank Chang Vitesse Outline Technical and Cost Assumptions Technology Choices Review Link Budget Choices Downstream Consideration Upstream Consideration Summary 2
More informationAccounting on the Web Training. Accessing Financial Information Web ISRS Accounting Module
Accounting on the Web Training Accessing Financial Information Web ISRS Accounting Module 1 Access & Log in Website: https://eservices.minnstate.edu/employee/public/secure Log in using Star ID and password
More informationFinancial volatility, currency diversication and banking stability
Introduction Model An application to the US and EA nancial markets Conclusion Financial volatility, currency diversication and banking stability Justine Pedrono 1 1 CEPII, Aix-Marseille Univ., CNRS, EHESS,
More informationPerformance of Path Loss Model in 4G Wimax Wireless Communication System in 2390 MHz
2011 International Conference on Computer Communication and Management Proc.of CSIT vol.5 (2011) (2011) IACSIT Press, Singapore Performance of Path Loss Model in 4G Wimax Wireless Communication System
More informationECE 5325/6325: Wireless Communication Systems Lecture Notes, Fall Link Budgeting. Lecture 7. Today: (1) Link Budgeting
ECE 5325/6325: Wireless Communication Systems Lecture Notes, Fall 2011 Lecture 7 Today: (1) Link Budgeting Reading Today: Haykin/Moher 2.9-2.10 (WebCT). Thu: Rap 4.7, 4.8. 6325 note: 6325-only assignment
More information3.6V / 2600mAh Primary Lithium x 0.85 (60mm x 21mm) 1.0 oz (28 gr) -30 C to +77 C. Bluetooth Low Energy dBm. +5dBm. 1Mbit/s / 2Mbit/s*
SPECIFICATION SHEET BEEKs Industrial VER 1.6 HARDWARE SPECIFICATION Battery Size Weight Temperature Range Bluetooth Type Bluetooth Sensitivity Bluetooth Max Power Output Bluetooth Antenna Frequency Supported
More informationPension Microsimulation Model ELSI. Heikki Tikanmäki Eastbourne, UK
Pension Microsimulation Model ELSI Heikki Tikanmäki 22.9.2014 Eastbourne, UK Background In Finnish Centre for Pensions we have long tradition in doing long term pension projections with PTS macro model
More informationRadio Propagation Modelling
Radio Propagation Modelling Ian Wassell and Yan Wu University of Cambridge Computer Laboratory Why is it needed? To predict coverage between nodes in a wireless network Path loss is different from environment
More informationWhat s New. Sage 50 version V Updates. Sales Invoice - Customization. Release Date: 08 th November 2017
What s New Sage 50 version 1.9.3.5 Release Date: 08 th November 2017 V1.9.3.5 Updates The following enhancements are being released: Sales Invoice - Customization Sales Invoice - Customization Sales Invoice
More informationLink Budget Calculation. Ermanno Pietrosemoli Marco Zennaro
Link Budget Calculation Ermanno Pietrosemoli Marco Zennaro Goals To be able to calculate how far we can go with the equipment we have To understand why we need high masts for long links To learn about
More informationUser-tailored fuzzy relations between intervals
User-tailored fuzzy relations between intervals Dorota Kuchta Institute of Industrial Engineering and Management Wroclaw University of Technology ul. Smoluchowskiego 5 e-mail: Dorota.Kuchta@pwr.wroc.pl
More informationLinear Dispersion Over Time and Frequency
Linear Dispersion Over Time and Frequency Jinsong Wu and Steven D Blostein Department of Electrical and Computer Engineering Queen s University, Kingston, Ontario, Canada, K7L3N6 Email: {jwu, sdb@eequeensuca
More informationMONITORING & REVIEW of IMPLEMENTATION PROGRESS. Definition and Quantification of the KPIs for the SET-Plan EIIs
1 MONITORING & REVIEW of IMPLEMENTATION PROGRESS Definition and Quantification of the KPIs for the SET-Plan EIIs Monitoring & Review - A reminder - SG Meeting _240511 2 2 Council Conclusions (12 (12 March
More informationChapter 12. Decision Analysis
Page 1 of 80 Chapter 12. Decision Analysis [Page 514] [Page 515] In the previous chapters dealing with linear programming, models were formulated and solved in order to aid the manager in making a decision.
More information1 Economical Applications
WEEK 4 Reading [SB], 3.6, pp. 58-69 1 Economical Applications 1.1 Production Function A production function y f(q) assigns to amount q of input the corresponding output y. Usually f is - increasing, that
More informationMachine Learning Applications in Insurance
General Public Release Machine Learning Applications in Insurance Nitin Nayak, Ph.D. Digital & Smart Analytics Swiss Re General Public Release Machine learning is.. Giving computers the ability to learn
More informationAnalysis of kurtosis-based LOS/NLOS Identification based on indoor MIMO Channel Measurements
Post-print of: Zhang, J., Salmi, J. and Lohan, E-S. Analysis of kurtosis-based LOS/NLOS identification using indoor MIMMO channel measurement in IEEE transactions on vehicular technology, vol. 62, no.
More informationProject: IEEE P Working Group for Wireless Personal Area Networks (WPANs)
Project: IEEE P802.15 Working Group for Wireless Personal Area Networks (WPANs) Title: [Considerations of frequency resources for fast moving mobile backhaul] Date Submitted: [7 JAN, 2015] Source: [Minsoo
More informationCOS 318: Operating Systems. CPU Scheduling. Jaswinder Pal Singh Computer Science Department Princeton University
COS 318: Operating Systems CPU Scheduling Jaswinder Pal Singh Computer Science Department Princeton University (http://www.cs.princeton.edu/courses/cos318/) Today s Topics u CPU scheduling basics u CPU
More informationWindow Width Selection for L 2 Adjusted Quantile Regression
Window Width Selection for L 2 Adjusted Quantile Regression Yoonsuh Jung, The Ohio State University Steven N. MacEachern, The Ohio State University Yoonkyung Lee, The Ohio State University Technical Report
More informationType AHA SMT Aluminum Electrolytic Capacitors -55 C to +105 C - Long Life
SMT Aluminum Electrolytic Capacitors -55 C to +5 C - Long Life Long Life Filtering, Bypassing, Power Supply Decoupling Type AHA Capacitors deliver twice the life of many SMT aluminum capacitor types, and
More informationHigh Reliability PUF using Hot-Carrier Injection Based Response Reinforcement
High Reliability PUF using Hot-Carrier Injection Based Response Reinforcement Mudit Bhargava and Ken Mai Electrical and Computer Engineering Carnegie Mellon University CHES 2013 Key Generation using PUFs
More informationDISCRETE SEMICONDUCTORS DATA SHEET
DISCRETE SEMICONDUCTORS DATA SHEET book, halfpage M3D252 BGY687 600 MHz, 21.5 db gain push-pull amplifier Supersedes data of 1995 Sep 11 2001 Nov 08 FEATURES Excellent linearity Extremely low noise Silicon
More informationModeling the extremes of temperature time series. Debbie J. Dupuis Department of Decision Sciences HEC Montréal
Modeling the extremes of temperature time series Debbie J. Dupuis Department of Decision Sciences HEC Montréal Outline Fig. 1: S&P 500. Daily negative returns (losses), Realized Variance (RV) and Jump
More informationMobile and Wireless Compu2ng CITS4419 Week 2: Wireless Communica2on
Mobile and Wireless Compu2ng CITS4419 Week 2: Wireless Communica2on Rachel Cardell- Oliver School of Computer Science & So8ware Engineering semester- 2 2018 MoBvaBon (for CS students to study radio propagabon)
More informationPerformance of robust portfolio optimization in crisis periods
Control and Cybernetics vol. 42 (2013) No. 4 Performance of robust portfolio optimization in crisis periods by Muhammet Balcilar 1 and Alper Ozun 2 1 Department of Computer Science, Yildiz Technical University
More informationPUF Design - User Interface
PUF Design - User Interface September 27, 2011 1 Introduction Design an efficient Physical Unclonable Functions (PUF): PUFs are low-cost security primitives required to protect intellectual properties
More informationOptimization Prof. A. Goswami Department of Mathematics Indian Institute of Technology, Kharagpur. Lecture - 18 PERT
Optimization Prof. A. Goswami Department of Mathematics Indian Institute of Technology, Kharagpur Lecture - 18 PERT (Refer Slide Time: 00:56) In the last class we completed the C P M critical path analysis
More informationEcon 3029 Advanced Macro. Lecture 2: The Liquidity Trap
2017-2018 Econ 3029 Advanced Macro Lecture 2: The Liquidity Trap Franck Portier F.Portier@UCL.ac.uk University College London Version 1.1 29/01/2018 Changes from version 1.0 are in red 1 / 73 Disclaimer
More informationPublic Debt Sustainability Analysis for Market Access Countries (MACs): The IMF s Framework. S. Ali Abbas International Monetary Fund
Public Debt Sustainability Analysis for Market Access Countries (MACs): The IMF s Framework S. Ali Abbas International Monetary Fund September 215 1 Outline Motivation for 213 MAC DSA reform Risk - Based
More informationDriving egan FETs in High Performance Power Conversion Systems
The egan FET Journey Continues Driving egan FETs in High Performance Power Conversion Systems Alexander Lidow PhD Efficient Power Conversion Corporation EPC - The Leader in egan FETs ECS 2011 www.epc-co.com
More informationLabor Force Participation and the Wage Gap Detailed Notes and Code Econometrics 113 Spring 2014
Labor Force Participation and the Wage Gap Detailed Notes and Code Econometrics 113 Spring 2014 In class, Lecture 11, we used a new dataset to examine labor force participation and wages across groups.
More informationAdjustment of Lee Path Loss Model for Suburban Area in Kuala Lumpur-Malaysia
2011 International Conference on Telecommunication Technology and Applications Proc.of CSIT vol.5 (2011) (2011) IACSIT Press, Singapore Adjustment of Lee Path Loss Model for Suburban Area in Kuala Lumpur-Malaysia
More informationTony Hill GPON. RF Budget Calculation Using dbm
Tony Hill GPON RF Budget Calculation Using dbm Signal to Noise Ratio SNR is a ratio expressed in db logarithmically db = 10Log 10 (S/N) SNR is not linear Log 10(100) = 2 If y= Log 10 (x) then x= 10 y Power
More informationPORTFOLIO OPTIMIZATION AND EXPECTED SHORTFALL MINIMIZATION FROM HISTORICAL DATA
PORTFOLIO OPTIMIZATION AND EXPECTED SHORTFALL MINIMIZATION FROM HISTORICAL DATA We begin by describing the problem at hand which motivates our results. Suppose that we have n financial instruments at hand,
More informationRetirement Income Planning With Annuities. Your Relationship With Your Finances
Retirement Income Planning With Annuities Your Relationship With Your Finances There are some pretty amazing things that happen around the time of retirement. For many, it is a time of incredible change,
More informationVAC, 50/60 Hz. -25 C to 65 C. Bluetooth Low Energy dBm. +5dBm. 1Mbit/s (2Mbit/s) 128 bit AES b/g/n
SPECIFICATION SHEET BLUFI VER 1.3 HARDWARE SPECIFICATION AC Input AC Plugs 100-240 VAC, 50/60 Hz US type: NEMA 1-15 ungrounded (Type A) European: CEE 7/16 "Europlug" (Type C) British Standard BS 1363 (Type
More informationEx-ante trade of balancing power reserves in German electricity markets The cure to the missing money or a new disease?*
Ex-ante trade of balancing power reserves in German electricity markets The cure to the missing money or a new disease?* Joonas Päivärinta and Reinhard Madlener Chair of Energy Economics and Management
More informationDATASHEET AMOTECH. Application
Document Datasheet Type Chip Antenna Application ISM 868/915MHz Part No. AMAN9001ST05 Revision 4.0 DATASHEET Application ISM 868/915 MHz Features Monopole Structure Size (9.0*.0*1.mm ) Performance Optimizing
More informationChapter 8 Risk and Rates of Return
Chapter 8 Risk and Rates of Return Answers to End-of-Chapter Questions 8-1 a. No, it is not riskless. The portfolio would be free of default risk and liquidity risk, but inflation could erode the portfolio
More informationEconomics II - Exercise Session, December 3, Suggested Solution
Economics II - Exercise Session, December 3, 008 - Suggested Solution Problem 1: A firm is on a competitive market, i.e. takes price of the output as given. Production function is given b f(x 1, x ) =
More informationChapter 7: Product Differentiation
Chapter 7: Product Differentiation A1. Firms meet only once in the market. Relax A2. Products are differentiated. A3. No capacity constraints. Timing: 1. firms choose simultaneously their location in the
More informationEvaluation Board User Guide UG-129
Evaluation Board User Guide UG-129 One Technology Way P.O. Box 9106 Norwood, MA 02062-9106, U.S.A. Tel: 781.329.4700 Fax: 781.461.3113 www.analog.com Universal Evaluation Board for Dual High Speed Op Amps
More informationUnderstanding and Controlling High Factor Exposures of Robust Portfolios
Understanding and Controlling High Factor Exposures of Robust Portfolios July 8, 2013 Min Jeong Kim Investment Design Lab, Industrial and Systems Engineering Department, KAIST Co authors: Woo Chang Kim,
More informationPaul D. Kaplan, Ph.D., CFA Quantitative Research Director, Morningstar Europe, Ltd.
Building Portfolios in a Non-NormalNormal World Paul D. Kaplan, Ph.D., CFA Quantitative Research Director, Morningstar Europe, Ltd. 2011 Morningstar, Inc. All rights reserved. We seem to have a once-in-a-lifetime
More informationSPECIFICATION. Product Name : Dual-Band WiFi 2.4~2.5GHz/5.15~5.85GHz Terminal Mount Monopole Antenna
SPECIFICATION Part No. : GW.05.0153 Product Name : Dual-Band WiFi 2.4~2.5GHz/5.15~5.85GHz Terminal Mount Monopole Antenna Features : High Efficiency with and without groundplane WiFi/Bluetooth/igbee Extremely
More informationValuation Case Study: Jazz Pharmaceuticals [JAZZ] How to Make an Investment Decision
Valuation Case Study: Jazz Pharmaceuticals [JAZZ] How to Make an Investment Decision Step 1 Reviewing the Numbers For a case study like this, always start with the numbers. You will not have enough time
More informationProposed Propagation Model for Dehradun Region
Proposed Propagation Model for Dehradun Region Pranjali Raturi, Vishal Gupta, Samreen Eram Abstract This paper presents a review of the outdoor propagation prediction models for GSM 1800 MHz in which propagation
More informationDS9638 RS-422 Dual High Speed Differential Line Driver
1 www.ti.com SNLS389D MAY 1998 REVISED APRIL 2013 RS-422 Dual High Speed Differential Line Driver Check for Samples: 1FEATURES DESCRIPTION 2 Single 5V Supply The is a Schottky, TTL compatible, dual differential
More informationThe University of Chicago, Booth School of Business Business 41202, Spring Quarter 2012, Mr. Ruey S. Tsay. Solutions to Final Exam
The University of Chicago, Booth School of Business Business 41202, Spring Quarter 2012, Mr. Ruey S. Tsay Solutions to Final Exam Problem A: (40 points) Answer briefly the following questions. 1. Consider
More informationEconomics 2010c: Lecture 4 Precautionary Savings and Liquidity Constraints
Economics 2010c: Lecture 4 Precautionary Savings and Liquidity Constraints David Laibson 9/11/2014 Outline: 1. Precautionary savings motives 2. Liquidity constraints 3. Application: Numerical solution
More informationThe Company appreciates the Roundtable s interest in our DSM products and provides the following response to comments:
January 29, 2015 On December 1, 2014, Public Service Company of Colorado (PSCo) issued a 60-Day Notice to apply programmatic and related technical assumption changes to the ENERGY STAR New Homes (ESNH)
More informationand provider payment systems
Bundling, risk adjustment, and provider payment systems Randall P. Ellis. Boston University Presentation based on work in progress Conventional conceptualization of provider payment Source: NRHII (2007);
More information